How can I set up dynamic token budgeting in our Azure OpenAI deployment to prevent unexpected cost overruns during peak traffic?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I set up dynamic token budgeting in our Azure OpenAI deployment to prevent unexpected cost overruns during peak traffic?
2 real searches · 1 real-search pass
site:learn.microsoft.com Azure OpenAI quota TPM RPM rate limits token usage monitoring cost management 2026Google ↗
OBSERVEDOther / navigational
site:learn.microsoft.com Azure OpenAI best practices manage costs token limits max_tokens prompt caching rate limit retry-afterGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
site:learn.microsoft.com Azure OpenAI quota TPM RPM rate limits token usage monitoring cost management 2026 Google ↗
site:learn.microsoft.com Azure OpenAI best practices manage costs token limits max_tokens prompt caching rate limit retry-after Google ↗
- Design throttling to improve resilience - Microsoft Azure Well-Architected Framework · learn.microsoft.com
- Manage Azure OpenAI in Microsoft Foundry Models quota - Microsoft Foundry · learn.microsoft.com
- Azure OpenAI 429: token and request rate limits explained - Dev Proxy · learn.microsoft.com
- Application Design for AI Workloads on Azure - Microsoft Azure Well-Architected Framework · learn.microsoft.com
- Prompt caching with Azure OpenAI in Azure AI Foundry Models - Azure OpenAI · learn.microsoft.com
- Prompt caching with Azure OpenAI in Microsoft Foundry Models - Microsoft Foundry · learn.microsoft.com
- Enforce Token Limits for Models - Microsoft Foundry · learn.microsoft.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:learn.microsoft.com Azure OpenAI quota TPM RPM rate limits token usage monitoring cost management 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:learn.microsoft.com Azure OpenAI best practices manage costs token limits max_tokens prompt caching rate limit retry-after OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |